JP6952526B2 - スパース転送セットを使用する較正モデルの転送 - Google Patents
スパース転送セットを使用する較正モデルの転送 Download PDFInfo
- Publication number
- JP6952526B2 JP6952526B2 JP2017144243A JP2017144243A JP6952526B2 JP 6952526 B2 JP6952526 B2 JP 6952526B2 JP 2017144243 A JP2017144243 A JP 2017144243A JP 2017144243 A JP2017144243 A JP 2017144243A JP 6952526 B2 JP6952526 B2 JP 6952526B2
- Authority
- JP
- Japan
- Prior art keywords
- master
- calibration
- target
- transfer
- calibrators
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Active
Links
- 238000012546 transfer Methods 0.000 title claims description 183
- 238000001228 spectrum Methods 0.000 claims description 130
- 238000000034 method Methods 0.000 claims description 91
- 239000011159 matrix material Substances 0.000 claims description 40
- 238000013459 approach Methods 0.000 claims description 24
- 239000013598 vector Substances 0.000 claims description 8
- 239000000463 material Substances 0.000 claims description 6
- 230000003190 augmentative effect Effects 0.000 claims description 5
- 239000004575 stone Substances 0.000 claims 1
- 230000003595 spectral effect Effects 0.000 description 28
- 238000005259 measurement Methods 0.000 description 21
- 230000008569 process Effects 0.000 description 21
- 238000005457 optimization Methods 0.000 description 11
- 238000003860 storage Methods 0.000 description 9
- 230000006870 function Effects 0.000 description 8
- 238000012545 processing Methods 0.000 description 8
- 238000010586 diagram Methods 0.000 description 7
- 238000010987 Kennard-Stone algorithm Methods 0.000 description 6
- 238000004891 communication Methods 0.000 description 6
- 230000002829 reductive effect Effects 0.000 description 6
- 230000003287 optical effect Effects 0.000 description 5
- 238000010238 partial least squares regression Methods 0.000 description 5
- 239000007787 solid Substances 0.000 description 5
- 230000003416 augmentation Effects 0.000 description 4
- 230000006872 improvement Effects 0.000 description 4
- 238000012706 support-vector machine Methods 0.000 description 4
- 230000002411 adverse Effects 0.000 description 3
- 239000010432 diamond Substances 0.000 description 3
- 238000004611 spectroscopical analysis Methods 0.000 description 3
- 238000004497 NIR spectroscopy Methods 0.000 description 2
- 230000006399 behavior Effects 0.000 description 2
- 230000001413 cellular effect Effects 0.000 description 2
- 150000001875 compounds Chemical class 0.000 description 2
- 230000001419 dependent effect Effects 0.000 description 2
- 238000005516 engineering process Methods 0.000 description 2
- 238000013507 mapping Methods 0.000 description 2
- 238000004476 mid-IR spectroscopy Methods 0.000 description 2
- 238000012549 training Methods 0.000 description 2
- 238000010200 validation analysis Methods 0.000 description 2
- 238000012795 verification Methods 0.000 description 2
- 238000001069 Raman spectroscopy Methods 0.000 description 1
- 230000001133 acceleration Effects 0.000 description 1
- 238000003491 array Methods 0.000 description 1
- 230000008901 benefit Effects 0.000 description 1
- 230000015556 catabolic process Effects 0.000 description 1
- 230000007547 defect Effects 0.000 description 1
- 238000006731 degradation reaction Methods 0.000 description 1
- 239000000835 fiber Substances 0.000 description 1
- 230000007774 longterm Effects 0.000 description 1
- 238000004519 manufacturing process Methods 0.000 description 1
- 238000012986 modification Methods 0.000 description 1
- 230000004048 modification Effects 0.000 description 1
- 230000036961 partial effect Effects 0.000 description 1
- 230000000737 periodic effect Effects 0.000 description 1
- 230000004044 response Effects 0.000 description 1
- 230000002441 reversible effect Effects 0.000 description 1
- 230000003068 static effect Effects 0.000 description 1
- 230000008685 targeting Effects 0.000 description 1
Images
Classifications
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01J—MEASUREMENT OF INTENSITY, VELOCITY, SPECTRAL CONTENT, POLARISATION, PHASE OR PULSE CHARACTERISTICS OF INFRARED, VISIBLE OR ULTRAVIOLET LIGHT; COLORIMETRY; RADIATION PYROMETRY
- G01J3/00—Spectrometry; Spectrophotometry; Monochromators; Measuring colours
- G01J3/28—Investigating the spectrum
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01J—MEASUREMENT OF INTENSITY, VELOCITY, SPECTRAL CONTENT, POLARISATION, PHASE OR PULSE CHARACTERISTICS OF INFRARED, VISIBLE OR ULTRAVIOLET LIGHT; COLORIMETRY; RADIATION PYROMETRY
- G01J3/00—Spectrometry; Spectrophotometry; Monochromators; Measuring colours
- G01J3/02—Details
- G01J3/0297—Constructional arrangements for removing other types of optical noise or for performing calibration
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01J—MEASUREMENT OF INTENSITY, VELOCITY, SPECTRAL CONTENT, POLARISATION, PHASE OR PULSE CHARACTERISTICS OF INFRARED, VISIBLE OR ULTRAVIOLET LIGHT; COLORIMETRY; RADIATION PYROMETRY
- G01J3/00—Spectrometry; Spectrophotometry; Monochromators; Measuring colours
- G01J3/02—Details
- G01J3/027—Control of working procedures of a spectrometer; Failure detection; Bandwidth calculation
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01N—INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
- G01N21/00—Investigating or analysing materials by the use of optical means, i.e. using sub-millimetre waves, infrared, visible or ultraviolet light
- G01N21/17—Systems in which incident light is modified in accordance with the properties of the material investigated
- G01N21/25—Colour; Spectral properties, i.e. comparison of effect of material on the light at two or more different wavelengths or wavelength bands
- G01N21/27—Colour; Spectral properties, i.e. comparison of effect of material on the light at two or more different wavelengths or wavelength bands using photo-electric detection ; circuits for computing concentration
- G01N21/274—Calibration, base line adjustment, drift correction
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F17/00—Digital computing or data processing equipment or methods, specially adapted for specific functions
- G06F17/10—Complex mathematical operations
- G06F17/17—Function evaluation by approximation methods, e.g. inter- or extrapolation, smoothing, least mean square method
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F30/00—Computer-aided design [CAD]
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01J—MEASUREMENT OF INTENSITY, VELOCITY, SPECTRAL CONTENT, POLARISATION, PHASE OR PULSE CHARACTERISTICS OF INFRARED, VISIBLE OR ULTRAVIOLET LIGHT; COLORIMETRY; RADIATION PYROMETRY
- G01J3/00—Spectrometry; Spectrophotometry; Monochromators; Measuring colours
- G01J2003/006—Fundamentals or review articles
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01J—MEASUREMENT OF INTENSITY, VELOCITY, SPECTRAL CONTENT, POLARISATION, PHASE OR PULSE CHARACTERISTICS OF INFRARED, VISIBLE OR ULTRAVIOLET LIGHT; COLORIMETRY; RADIATION PYROMETRY
- G01J3/00—Spectrometry; Spectrophotometry; Monochromators; Measuring colours
- G01J3/28—Investigating the spectrum
- G01J2003/2866—Markers; Calibrating of scan
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01J—MEASUREMENT OF INTENSITY, VELOCITY, SPECTRAL CONTENT, POLARISATION, PHASE OR PULSE CHARACTERISTICS OF INFRARED, VISIBLE OR ULTRAVIOLET LIGHT; COLORIMETRY; RADIATION PYROMETRY
- G01J3/00—Spectrometry; Spectrophotometry; Monochromators; Measuring colours
- G01J3/28—Investigating the spectrum
- G01J2003/2866—Markers; Calibrating of scan
- G01J2003/2873—Storing reference spectrum
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01N—INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
- G01N2201/00—Features of devices classified in G01N21/00
- G01N2201/12—Circuits of general importance; Signal processing
- G01N2201/127—Calibration; base line adjustment; drift compensation
Landscapes
- Physics & Mathematics (AREA)
- Spectroscopy & Molecular Physics (AREA)
- General Physics & Mathematics (AREA)
- Engineering & Computer Science (AREA)
- Theoretical Computer Science (AREA)
- Mathematical Physics (AREA)
- General Health & Medical Sciences (AREA)
- Immunology (AREA)
- Pathology (AREA)
- Biochemistry (AREA)
- Analytical Chemistry (AREA)
- Chemical & Material Sciences (AREA)
- Life Sciences & Earth Sciences (AREA)
- Health & Medical Sciences (AREA)
- General Engineering & Computer Science (AREA)
- Mathematical Analysis (AREA)
- Data Mining & Analysis (AREA)
- Computational Mathematics (AREA)
- Pure & Applied Mathematics (AREA)
- Mathematical Optimization (AREA)
- Software Systems (AREA)
- Evolutionary Computation (AREA)
- Geometry (AREA)
- Computer Hardware Design (AREA)
- Algebra (AREA)
- Databases & Information Systems (AREA)
- Investigating Or Analysing Materials By Optical Means (AREA)
- Spectrometry And Color Measurement (AREA)
- Architecture (AREA)
Priority Applications (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
JP2020203569A JP7377188B2 (ja) | 2016-07-29 | 2020-12-08 | スパース転送セットを使用する較正モデルの転送 |
Applications Claiming Priority (4)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
US201662368741P | 2016-07-29 | 2016-07-29 | |
US62/368,741 | 2016-07-29 | ||
US15/614,110 US10429240B2 (en) | 2016-07-29 | 2017-06-05 | Transfer of a calibration model using a sparse transfer set |
US15/614,110 | 2017-06-05 |
Related Child Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
JP2020203569A Division JP7377188B2 (ja) | 2016-07-29 | 2020-12-08 | スパース転送セットを使用する較正モデルの転送 |
Publications (3)
Publication Number | Publication Date |
---|---|
JP2018059900A JP2018059900A (ja) | 2018-04-12 |
JP2018059900A5 JP2018059900A5 (fr) | 2019-10-31 |
JP6952526B2 true JP6952526B2 (ja) | 2021-10-20 |
Family
ID=59501269
Family Applications (3)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
JP2017144243A Active JP6952526B2 (ja) | 2016-07-29 | 2017-07-26 | スパース転送セットを使用する較正モデルの転送 |
JP2020203569A Active JP7377188B2 (ja) | 2016-07-29 | 2020-12-08 | スパース転送セットを使用する較正モデルの転送 |
JP2022168212A Withdrawn JP2023002694A (ja) | 2016-07-29 | 2022-10-20 | スパース転送セットを使用する較正モデルの転送 |
Family Applications After (2)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
JP2020203569A Active JP7377188B2 (ja) | 2016-07-29 | 2020-12-08 | スパース転送セットを使用する較正モデルの転送 |
JP2022168212A Withdrawn JP2023002694A (ja) | 2016-07-29 | 2022-10-20 | スパース転送セットを使用する較正モデルの転送 |
Country Status (5)
Country | Link |
---|---|
US (2) | US10429240B2 (fr) |
EP (1) | EP3276333B1 (fr) |
JP (3) | JP6952526B2 (fr) |
CN (1) | CN107664532B (fr) |
HK (2) | HK1249181A1 (fr) |
Families Citing this family (6)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US10429240B2 (en) * | 2016-07-29 | 2019-10-01 | Viavi Solutions Inc. | Transfer of a calibration model using a sparse transfer set |
US10928309B2 (en) | 2018-06-29 | 2021-02-23 | Viavi Solutions Inc. | Cross-validation based calibration of a spectroscopic model |
US10969331B2 (en) * | 2018-07-11 | 2021-04-06 | Viavi Solutions Inc. | Focusing linear model correction and linear model correction for multivariate calibration model maintenance |
FR3094791B1 (fr) * | 2019-04-04 | 2021-07-02 | Greentropism | Procédé pour configurer un dispositif de spectrométrie |
CN112683816B (zh) * | 2020-12-25 | 2021-08-06 | 中船重工安谱(湖北)仪器有限公司 | 一种光谱模型传递的光谱识别方法 |
US20230194423A1 (en) * | 2021-12-22 | 2023-06-22 | Deere & Company | Methods and apparatus to generate calibration models in a cloud environment |
Family Cites Families (15)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US6441388B1 (en) * | 1998-10-13 | 2002-08-27 | Rio Grande Medical Technologies, Inc. | Methods and apparatus for spectroscopic calibration model transfer |
US7098037B2 (en) | 1998-10-13 | 2006-08-29 | Inlight Solutions, Inc. | Accommodating subject and instrument variations in spectroscopic determinations |
US6864978B1 (en) * | 1999-07-22 | 2005-03-08 | Sensys Medical, Inc. | Method of characterizing spectrometer instruments and providing calibration models to compensate for instrument variation |
EP1183505A1 (fr) * | 1999-05-21 | 2002-03-06 | Bookham Technology PLC | Procede et systeme pour l'interpretation adaptive de donnees spectrometriques, combinee a un reetalonnage continu |
US7881892B2 (en) * | 2005-01-21 | 2011-02-01 | University Of Massachusetts | Standardization methods for correcting spectral differences across multiple spectroscopic instruments |
US20120296595A1 (en) | 2011-05-16 | 2012-11-22 | Xerox Corporation | Compensating for spectral differences between two spectrophotometers for accurate color management |
GB2513343A (en) * | 2013-04-23 | 2014-10-29 | Univ Singapore | Methods related to instrument-independent measurements for quantitative analysis of fiber-optic Raman spectroscopy |
WO2014118601A1 (fr) * | 2013-01-31 | 2014-08-07 | Universidade Do Minho | Système optique pour la caractérisation de paramètres d'un élément de fluide corporel ou de tissus |
RU2616777C1 (ru) * | 2013-03-22 | 2017-04-18 | ФОСС Аналитикал А/С | Система и способ исследований с помощью совместного использования лиэс и ИК-спектроскопии поглощения |
JP5842849B2 (ja) | 2013-03-27 | 2016-01-13 | セイコーエプソン株式会社 | 光スペクトル変換方法、および光スペクトル変換装置 |
US20150160121A1 (en) * | 2013-12-06 | 2015-06-11 | Trent Daniel Ridder | Calibration Transfer and Maintenance in Spectroscopic Measurements of Ethanol |
EP2992381B1 (fr) * | 2014-07-28 | 2018-08-22 | Halliburton Energy Services, Inc. | Techniques de conception optique pour des dispositifs à film mince multicouche dans des systèmes optiques compacts |
HUE032787T2 (en) * | 2014-11-11 | 2017-10-30 | Instrument Systems Optische Messtechnik Gmbh | Calibration colorimeter |
CN105444888A (zh) * | 2015-11-16 | 2016-03-30 | 青岛市光电工程技术研究院 | 一种高光谱成像系统的色差补偿方法 |
US10429240B2 (en) * | 2016-07-29 | 2019-10-01 | Viavi Solutions Inc. | Transfer of a calibration model using a sparse transfer set |
-
2017
- 2017-06-05 US US15/614,110 patent/US10429240B2/en active Active
- 2017-07-26 JP JP2017144243A patent/JP6952526B2/ja active Active
- 2017-07-28 EP EP17183707.3A patent/EP3276333B1/fr active Active
- 2017-07-31 CN CN201710637656.8A patent/CN107664532B/zh active Active
-
2018
- 2018-07-06 HK HK18108767.4A patent/HK1249181A1/zh unknown
- 2018-07-17 HK HK18109206.1A patent/HK1249773A1/zh unknown
-
2019
- 2019-09-25 US US16/582,538 patent/US11378452B2/en active Active
-
2020
- 2020-12-08 JP JP2020203569A patent/JP7377188B2/ja active Active
-
2022
- 2022-10-20 JP JP2022168212A patent/JP2023002694A/ja not_active Withdrawn
Also Published As
Publication number | Publication date |
---|---|
JP7377188B2 (ja) | 2023-11-09 |
CN107664532B (zh) | 2021-07-20 |
JP2023002694A (ja) | 2023-01-10 |
US20180031421A1 (en) | 2018-02-01 |
JP2021047201A (ja) | 2021-03-25 |
US10429240B2 (en) | 2019-10-01 |
EP3276333B1 (fr) | 2023-03-29 |
HK1249773A1 (zh) | 2018-11-09 |
EP3276333A1 (fr) | 2018-01-31 |
US20200018648A1 (en) | 2020-01-16 |
CN107664532A (zh) | 2018-02-06 |
JP2018059900A (ja) | 2018-04-12 |
HK1249181A1 (zh) | 2018-10-26 |
US11378452B2 (en) | 2022-07-05 |
Similar Documents
Publication | Publication Date | Title |
---|---|---|
JP6952526B2 (ja) | スパース転送セットを使用する較正モデルの転送 | |
US11561166B2 (en) | Focusing linear model correction and linear model correction for multivariate calibration model maintenance | |
JP7123866B2 (ja) | 分光モデルのクロスバリデーションベース較正 | |
US20210224672A1 (en) | Endpoint detection in manufacturing process by near infrared spectroscopy and machine learning techniques | |
Feng et al. | Transitive statistical sensor error characterization and calibration | |
EA033993B1 (ru) | Система и способ калибровки |
Legal Events
Date | Code | Title | Description |
---|---|---|---|
A621 | Written request for application examination |
Free format text: JAPANESE INTERMEDIATE CODE: A621 Effective date: 20190813 |
|
A871 | Explanation of circumstances concerning accelerated examination |
Free format text: JAPANESE INTERMEDIATE CODE: A871 Effective date: 20190813 |
|
A975 | Report on accelerated examination |
Free format text: JAPANESE INTERMEDIATE CODE: A971005 Effective date: 20190827 |
|
A521 | Request for written amendment filed |
Free format text: JAPANESE INTERMEDIATE CODE: A523 Effective date: 20190918 |
|
A871 | Explanation of circumstances concerning accelerated examination |
Free format text: JAPANESE INTERMEDIATE CODE: A871 Effective date: 20190918 |
|
A975 | Report on accelerated examination |
Free format text: JAPANESE INTERMEDIATE CODE: A971005 Effective date: 20191016 |
|
A131 | Notification of reasons for refusal |
Free format text: JAPANESE INTERMEDIATE CODE: A131 Effective date: 20191105 |
|
A521 | Request for written amendment filed |
Free format text: JAPANESE INTERMEDIATE CODE: A523 Effective date: 20200130 |
|
A131 | Notification of reasons for refusal |
Free format text: JAPANESE INTERMEDIATE CODE: A131 Effective date: 20200310 |
|
A521 | Request for written amendment filed |
Free format text: JAPANESE INTERMEDIATE CODE: A523 Effective date: 20200605 |
|
A02 | Decision of refusal |
Free format text: JAPANESE INTERMEDIATE CODE: A02 Effective date: 20200818 |
|
C60 | Trial request (containing other claim documents, opposition documents) |
Free format text: JAPANESE INTERMEDIATE CODE: C60 Effective date: 20201208 |
|
A521 | Request for written amendment filed |
Free format text: JAPANESE INTERMEDIATE CODE: A821 Effective date: 20201208 |
|
C22 | Notice of designation (change) of administrative judge |
Free format text: JAPANESE INTERMEDIATE CODE: C22 Effective date: 20210112 |
|
C13 | Notice of reasons for refusal |
Free format text: JAPANESE INTERMEDIATE CODE: C13 Effective date: 20210420 |
|
A521 | Request for written amendment filed |
Free format text: JAPANESE INTERMEDIATE CODE: A523 Effective date: 20210702 |
|
C23 | Notice of termination of proceedings |
Free format text: JAPANESE INTERMEDIATE CODE: C23 Effective date: 20210727 |
|
C03 | Trial/appeal decision taken |
Free format text: JAPANESE INTERMEDIATE CODE: C03 Effective date: 20210831 |
|
C30A | Notification sent |
Free format text: JAPANESE INTERMEDIATE CODE: C3012 Effective date: 20210831 |
|
A61 | First payment of annual fees (during grant procedure) |
Free format text: JAPANESE INTERMEDIATE CODE: A61 Effective date: 20210928 |
|
R150 | Certificate of patent or registration of utility model |
Ref document number: 6952526 Country of ref document: JP Free format text: JAPANESE INTERMEDIATE CODE: R150 |
|
R250 | Receipt of annual fees |
Free format text: JAPANESE INTERMEDIATE CODE: R250 |